Improved algorithms for topic distillation in a hyperlinked environment
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Automatic resource compilation by analyzing hyperlink structure and associated text
WWW7 Proceedings of the seventh international conference on World Wide Web 7
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Authoritative sources in a hyperlinked environment
Journal of the ACM (JACM)
The stochastic approach for link-structure analysis (SALSA) and the TKC effect
Proceedings of the 9th international World Wide Web conference on Computer networks : the international journal of computer and telecommunications netowrking
Proceedings of the 11th international conference on World Wide Web
Modern Information Retrieval
Mining the Web's Link Structure
Computer
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
A Web Surfer Model Incorporating Topic Continuity
IEEE Transactions on Knowledge and Data Engineering
Identifying link farm spam pages
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
Knowing a web page by the company it keeps
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Web projections: learning from contextual subgraphs of the web
Proceedings of the 16th international conference on World Wide Web
A link-based ranking scheme for focused search
Proceedings of the 16th international conference on World Wide Web
Semantics-based legal citation network
Proceedings of the 11th international conference on Artificial intelligence and law
Personalized query expansion for the web
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Ranking by community relevance
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Video search re-ranking via multi-graph propagation
Proceedings of the 15th international conference on Multimedia
Separate and inequal: preserving heterogeneity in topical authority flows
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Classifiers without borders: incorporating fielded text from neighboring web pages
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
A topical PageRank based algorithm for recommender systems
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Trust, authority and popularity in social information retrieval
Proceedings of the 17th ACM conference on Information and knowledge management
Web page classification: Features and algorithms
ACM Computing Surveys (CSUR)
A Novel Recommending Algorithm Based on Topical PageRank
AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Flexible and efficient querying and ranking on hyperlinked data sources
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Graffiti: node labeling in heterogeneous networks
Proceedings of the 18th international conference on World wide web
Topic-Level Random Walk through Probabilistic Model
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
Swarming to rank for information retrieval
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Learning to Rank for Information Retrieval
Foundations and Trends in Information Retrieval
From whence does your authority come?: utilizing community relevance in ranking
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Topical Analysis for Identification of Web Communities
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
Exploiting locality of Wikipedia links in entity ranking
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
LETOR: A benchmark collection for research on learning to rank for information retrieval
Information Retrieval
Automatic keyphrase extraction via topic decomposition
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Entity ranking in Wikipedia: utilising categories, links and topic difficulty prediction
Information Retrieval
Evaluating importance of websites on news topics
PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence
Topic-driven multi-type citation network analysis
RIAO '10 Adaptivity, Personalization and Fusion of Heterogeneous Information
Bridging link and query intent to enhance web search
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
RankDE: learning a ranking function for information retrieval using differential evolution
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Advances in Data Analysis and Classification
Journal of Biomedical Informatics
Topic-based ranking in Folksonomy via probabilistic model
Artificial Intelligence Review
Towards expert finding by leveraging relevant categories in authority ranking
Proceedings of the 20th ACM international conference on Information and knowledge management
Mining neighbors' topicality to better control authority flow
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
BibRank: a language-based model for co-ranking entities in bibliographic networks
Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries
An adaptive learning automata-based ranking function discovery algorithm
Journal of Intelligent Information Systems
An adaptive learning to rank algorithm: Learning automata approach
Decision Support Systems
Topic-sensitive probabilistic model for expert finding in question answer communities
Proceedings of the 21st ACM international conference on Information and knowledge management
Generic multi-document summarization using topic-oriented information
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Transforming graph data for statistical relational learning
Journal of Artificial Intelligence Research
Competitive intelligence for SMEs: a web-based decision support system
International Journal of Business Information Systems
Criteria of query-independent page significance in geospatial web search
Proceedings of the 7th Workshop on Geographic Information Retrieval
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Traditional web link-based ranking schemes use a single score to measure a page's authority without concern of the community from which that authority is derived. As a result, a resource that is highly popular for one topic may dominate the results of another topic in which it is less authoritative. To address this problem, we suggest calculating a score vector for each page to distinguish the contribution from different topics, using a random walk model that probabilistically combines page topic distribution and link structure. We show how to incorporate the topical model within both PageRank and HITS without affecting the overall property and still render insight into topic-level transition. Experiments on multiple datasets indicate that our technique outperforms other ranking approaches that incorporate textual analysis.